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To cite the sparse-group SLOPE method in publications use

Feser F, Evangelou M (2023). “Sparse-group SLOPE: adaptive bi-level selection with FDR-control.” arXiv. doi:10.48550/arXiv.2305.09467, https://arxiv.org/abs/2305.09467.

To cite the screening rules in publications use

Feser F, Evangelou M (2024). “Strong Screening Rules for Group-based SLOPE Models.” arXiv. doi:10.48550/arXiv.2405.15357, https://arxiv.org/abs/2405.15357.

To cite the sgs R package in publications use:

Feser F (2023). sgs. https://CRAN.R-project.org/package=sgs.

Corresponding BibTeX entries: 

  @Article{,
    title = {Sparse-group SLOPE: adaptive bi-level selection with
      FDR-control},
    author = {Fabio Feser and Marina Evangelou},
    journal = {arXiv},
    year = {2023},
    doi = {10.48550/arXiv.2305.09467},
    url = {https://arxiv.org/abs/2305.09467},
  }

  @Article{,
    title = {Strong Screening Rules for Group-based SLOPE Models},
    author = {Fabio Feser and Marina Evangelou},
    journal = {arXiv},
    year = {2024},
    doi = {10.48550/arXiv.2405.15357},
    url = {https://arxiv.org/abs/2405.15357},
  }

  @Manual{,
    title = {sgs},
    author = {Fabio Feser},
    year = {2023},
    url = {https://CRAN.R-project.org/package=sgs},
  }

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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